return-reason-analysis
Purpose
Queries all return requests within a date window and aggregates them by return reason code, product, and SKU. Surfaces which products have the highest return rates and which reasons (wrong size, damaged, not as described, etc.) are most common. Read-only — no mutations.
Prerequisites
- Authenticated Shopify CLI session:
shopify store auth --store <domain> --scopes read_orders,read_returns - API scopes:
read_orders,read_returns
Parameters
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| store | string | yes | — | Store domain (e.g., mystore.myshopify.com) |
| days_back | integer | no | 30 | Lookback window for return requests |
| min_returns | integer | no | 3 | Minimum returns per product to include in output |
| format | string | no | human | Output format: human or json |
Safety
ℹ️ Read-only skill — no mutations are executed. Safe to run at any time.
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